Taming Regression Using APL - From Basic Linear Models to Advanced Applications

Explore regression analysis techniques through APL programming in this 27-minute conference talk from Dyalog '24. Progress from basic arithmetic concepts to advanced regression methods as the speaker demonstrates how to create linear functions using Dyalog's namespaces and defined operators. Learn practical applications through real-world examples including wedding planning, car dealership advertising, and criminal investigations. Master various regression types including multiple regression, non-linear (quadratic) regression, and logistic regression for Boolean variables. Discover the TamStat statistical package, its features for data science applications, and gain insights into marketing APL applications to domain experts. Access comprehensive implementation details through downloadable presentation slides covering everything from basic regression model components to advanced statistical analysis techniques.